GVPT Maths Camp
Bringing it all together
Learning objectives
Explore an interesting question using the skills you have learnt
Create a script that you can use to explore new data sets in the future
Quarto
Quarto is a tool that helps you to create fully reproducible research outputs.
- Allows combine your code, results, and prose in one document.
Quarto and RStudio
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Source: Quarto
Create a new Quarto document
Rendering your Quarto document
Writing prose in Quarto
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Source: Quarto
Code chunks
#| echo: true
library(tidyverse)
Chunk options
execute:
echo: true
message: false
warning: false
In-line code
You include R code directly in your prose using the expression: r. For example:
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Will render as: There are 234 observations in our data.
No need to go and update this reference if that number changes!
EXERCISE
- Create a plot of a categorical variable in your data set.
- Create a plot of a continuous variable in your data set.
- Create a plot showing the relationship between two continuous variables in your data set.
- Create a plot showing the relationship between a categorical and a continuous variable in your data set.
- Describe the relationship in simple, clear language.